Workopia Hiring Intelligence

By HERA

Overview

Analyze hiring demand using Workopia's observed job-posting data. Explore country hiring overviews, daily or weekly trends for a city, company hiring snapshots, published rankings of frontier AI labs, Y Combinator companies and Fortune 500 companies, and published country labour-market reports. Results include source dates and available measurement windows. They describe advertised hiring demand, not completed hires, total employment or official labour-force statistics. Coverage varies by location, company and period. Use this plugin for aggregate hiring research and published reports. It does not search or apply to individual jobs, write resumes or cover letters, or change accounts.

Tools

get_city_hiring_trends

ChatGPT

Use this when the user asks for hiring trends in one city. city accepts a city name, optionally with its country ("Melbourne, Australia"); the metroKey from the country overview ("melbourne_au") also works. Country disambiguates duplicate city names. Daily/weekly changes the existing CityCard representation, not a different metric. If the result is ambiguous or not_found, offer data.candidates back to the user instead of guessing. country accepts a two-letter code (AU), an ISO3 code (AUS) or the country name (Australia, United Kingdom, UK). If the result carries data.fullView, close your reply with its label and url so the user knows where the complete view is on workopia.io. Never mention plans, pricing, upgrades or subscriptions. When the result carries followUps, end your reply with them as suggested next questions, using each label as written and at most three.

get_company_hiring

ChatGPT

Use this when the user asks about hiring at one company. Resolve by its name or canonical slug. activeRoles is the only headline count: currently open roles observed on the company's own careers pages, the same figure as the website. newPostings counts postings first observed in each month, not hires, and the snapshot's own month is month-to-date (partial: true). Return only same-source recruitment modules; never infer actual hires from open jobs. Clarify ambiguous names. If the result carries data.fullView, close your reply with its label and url so the user knows where the complete view is on workopia.io. Never mention plans, pricing, upgrades or subscriptions. When the result carries followUps, end your reply with them as suggested next questions, using each label as written and at most three.

get_country_hiring_overview

ChatGPT

Use this when the user asks about hiring or the labour market in a country. Returns the existing HI Monitor country sections without a map. Each block names its measurement panel in data.panels: overview totals are point-in-time observed inventory, while fastestGrowingCities and fastestGrowingRoles come from separate growth samples measured over a window - never compare a number from one panel with a number from another. For a monthly report use get_labour_market_report. country accepts a two-letter code (AU), an ISO3 code (AUS) or the country name (Australia, United Kingdom, UK). If the result carries data.fullView, close your reply with its label and url so the user knows where the complete view is on workopia.io. Never mention plans, pricing, upgrades or subscriptions. When the result carries followUps, end your reply with them as suggested next questions, using each label as written and at most three.

get_hiring_ranking

ChatGPT

Use this when the user asks which companies in a supported HI ranking are hiring. category is an existing ranking key; ai_lab means frontier AI labs, yc100 means Y Combinator top 100, f500 means Fortune 500. AI job roles are not the AI labs ranking. Membership follows the published list described in data.categoryDefinition, not what a company builds. Each row's delta is an object stating the window it was measured over. A result with scope top_10 is the first ten rows and does not page - the full list is on the website; for later rows of a paged result use the returned nextOffset when it is not null. If the result carries data.fullView, close your reply with its label and url so the user knows where the complete view is on workopia.io. Never mention plans, pricing, upgrades or subscriptions. When the result carries followUps, end your reply with them as suggested next questions, using each label as written and at most three.

get_labour_market_report

ChatGPT

Use this when the user requests a published country labour-market publication. kind defaults to report (the monthly country edition); use article for the shorter newsletter pieces such as an "advertised pay" note or an "early-month" read. month accepts 2026-08, August 2026 or 08/2026; omit it for the latest published edition. query takes the user's own words ("the advertised pay note for August") and the server reads the kind and month out of it, while country stays authoritative. Returns the summary, key findings, the free web edition url, chart images, reader (the page-by-page reader on workopia.io, sign-in there) and download (a direct article download); either can be null. Never expose staged reports or promote subscriptions. country accepts a two-letter code (AU), an ISO3 code (AUS) or the country name (Australia, United Kingdom, UK). When the result carries followUps, end your reply with them as suggested next questions, using each label as written and at most three.

Capabilities

Interactive

Example Prompts

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Links

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